Fold 0
Model 0 best validation binary_cross_entropy = 0.292323 on epoch 6
Model 0 test binary_cross_entropy = 0.242730
Ensemble test binary_cross_entropy = 0.242730
Fold 1
Model 0 best validation binary_cross_entropy = 0.292050 on epoch 5
Model 0 test binary_cross_entropy = 0.241346
Ensemble test binary_cross_entropy = 0.241346
Fold 2
Model 0 best validation binary_cross_entropy = 0.291405 on epoch 6
Model 0 test binary_cross_entropy = 0.229428
Ensemble test binary_cross_entropy = 0.229428
Fold 3
Model 0 best validation binary_cross_entropy = 0.293821 on epoch 1
Model 0 test binary_cross_entropy = 0.220859
Ensemble test binary_cross_entropy = 0.220859
Fold 4
Model 0 best validation binary_cross_entropy = 0.292739 on epoch 1
Model 0 test binary_cross_entropy = 0.231028
Ensemble test binary_cross_entropy = 0.231028
Fold 5
Model 0 best validation binary_cross_entropy = 0.290507 on epoch 5
Model 0 test binary_cross_entropy = 0.233865
Ensemble test binary_cross_entropy = 0.233865
Fold 6
Model 0 best validation binary_cross_entropy = 0.293747 on epoch 1
Model 0 test binary_cross_entropy = 0.234482
Ensemble test binary_cross_entropy = 0.234482
Fold 7
Model 0 best validation binary_cross_entropy = 0.292273 on epoch 1
Model 0 test binary_cross_entropy = 0.223972
Ensemble test binary_cross_entropy = 0.223972
Fold 8
Model 0 best validation binary_cross_entropy = 0.292352 on epoch 1
Model 0 test binary_cross_entropy = 0.229356
Ensemble test binary_cross_entropy = 0.229356
Fold 9
Model 0 best validation binary_cross_entropy = 0.291981 on epoch 1
Model 0 test binary_cross_entropy = 0.225227
Ensemble test binary_cross_entropy = 0.225227
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.242730
	Seed 1 ==> test binary_cross_entropy = 0.241346
	Seed 2 ==> test binary_cross_entropy = 0.229428
	Seed 3 ==> test binary_cross_entropy = 0.220859
	Seed 4 ==> test binary_cross_entropy = 0.231028
	Seed 5 ==> test binary_cross_entropy = 0.233865
	Seed 6 ==> test binary_cross_entropy = 0.234482
	Seed 7 ==> test binary_cross_entropy = 0.223972
	Seed 8 ==> test binary_cross_entropy = 0.229356
	Seed 9 ==> test binary_cross_entropy = 0.225227
Overall test binary_cross_entropy = 0.231229 +/- 0.006747
Elapsed time = 0:03:33
Fold 0
Model 0 best validation binary_cross_entropy = 0.292323 on epoch 6
Model 0 test binary_cross_entropy = 0.242730
Ensemble test binary_cross_entropy = 0.242730
Fold 1
Model 0 best validation binary_cross_entropy = 0.292050 on epoch 5
Model 0 test binary_cross_entropy = 0.241346
Ensemble test binary_cross_entropy = 0.241346
Fold 2
Model 0 best validation binary_cross_entropy = 0.291405 on epoch 6
Model 0 test binary_cross_entropy = 0.229428
Ensemble test binary_cross_entropy = 0.229428
Fold 3
Model 0 best validation binary_cross_entropy = 0.293821 on epoch 1
Model 0 test binary_cross_entropy = 0.220859
Ensemble test binary_cross_entropy = 0.220859
Fold 4
Model 0 best validation binary_cross_entropy = 0.292739 on epoch 1
Model 0 test binary_cross_entropy = 0.231028
Ensemble test binary_cross_entropy = 0.231028
Fold 5
Model 0 best validation binary_cross_entropy = 0.290507 on epoch 5
Model 0 test binary_cross_entropy = 0.233865
Ensemble test binary_cross_entropy = 0.233865
Fold 6
Model 0 best validation binary_cross_entropy = 0.293747 on epoch 1
Model 0 test binary_cross_entropy = 0.234482
Ensemble test binary_cross_entropy = 0.234482
Fold 7
Model 0 best validation binary_cross_entropy = 0.292273 on epoch 1
Model 0 test binary_cross_entropy = 0.223972
Ensemble test binary_cross_entropy = 0.223972
Fold 8
Model 0 best validation binary_cross_entropy = 0.292352 on epoch 1
Model 0 test binary_cross_entropy = 0.229356
Ensemble test binary_cross_entropy = 0.229356
Fold 9
Model 0 best validation binary_cross_entropy = 0.291981 on epoch 1
Model 0 test binary_cross_entropy = 0.225227
Ensemble test binary_cross_entropy = 0.225227
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.242730
	Seed 1 ==> test binary_cross_entropy = 0.241346
	Seed 2 ==> test binary_cross_entropy = 0.229428
	Seed 3 ==> test binary_cross_entropy = 0.220859
	Seed 4 ==> test binary_cross_entropy = 0.231028
	Seed 5 ==> test binary_cross_entropy = 0.233865
	Seed 6 ==> test binary_cross_entropy = 0.234482
	Seed 7 ==> test binary_cross_entropy = 0.223972
	Seed 8 ==> test binary_cross_entropy = 0.229356
	Seed 9 ==> test binary_cross_entropy = 0.225227
Overall test binary_cross_entropy = 0.231229 +/- 0.006747
Elapsed time = 0:03:33
Fold 0
Model 0 best validation binary_cross_entropy = 0.292323 on epoch 6
Model 0 test binary_cross_entropy = 0.242730
Ensemble test binary_cross_entropy = 0.242730
Fold 1
Model 0 best validation binary_cross_entropy = 0.292050 on epoch 5
Model 0 test binary_cross_entropy = 0.241346
Ensemble test binary_cross_entropy = 0.241346
Fold 2
Model 0 best validation binary_cross_entropy = 0.291405 on epoch 6
Model 0 test binary_cross_entropy = 0.229428
Ensemble test binary_cross_entropy = 0.229428
Fold 3
Model 0 best validation binary_cross_entropy = 0.293821 on epoch 1
Model 0 test binary_cross_entropy = 0.220859
Ensemble test binary_cross_entropy = 0.220859
Fold 4
Model 0 best validation binary_cross_entropy = 0.292739 on epoch 1
Model 0 test binary_cross_entropy = 0.231028
Ensemble test binary_cross_entropy = 0.231028
Fold 5
Model 0 best validation binary_cross_entropy = 0.290507 on epoch 5
Model 0 test binary_cross_entropy = 0.233865
Ensemble test binary_cross_entropy = 0.233865
Fold 6
Model 0 best validation binary_cross_entropy = 0.293747 on epoch 1
Model 0 test binary_cross_entropy = 0.234482
Ensemble test binary_cross_entropy = 0.234482
Fold 7
Model 0 best validation binary_cross_entropy = 0.292273 on epoch 1
Model 0 test binary_cross_entropy = 0.223972
Ensemble test binary_cross_entropy = 0.223972
Fold 8
Model 0 best validation binary_cross_entropy = 0.292352 on epoch 1
Model 0 test binary_cross_entropy = 0.229356
Ensemble test binary_cross_entropy = 0.229356
Fold 9
Model 0 best validation binary_cross_entropy = 0.291981 on epoch 1
Model 0 test binary_cross_entropy = 0.225227
Ensemble test binary_cross_entropy = 0.225227
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.242730
	Seed 1 ==> test binary_cross_entropy = 0.241346
	Seed 2 ==> test binary_cross_entropy = 0.229428
	Seed 3 ==> test binary_cross_entropy = 0.220859
	Seed 4 ==> test binary_cross_entropy = 0.231028
	Seed 5 ==> test binary_cross_entropy = 0.233865
	Seed 6 ==> test binary_cross_entropy = 0.234482
	Seed 7 ==> test binary_cross_entropy = 0.223972
	Seed 8 ==> test binary_cross_entropy = 0.229356
	Seed 9 ==> test binary_cross_entropy = 0.225227
Overall test binary_cross_entropy = 0.231229 +/- 0.006747
Elapsed time = 0:03:16
